Trust Region Methods For Nonconvex Stochastic Optimization Beyond Lipschitz Smoothness

Chenghan Xie, Chenxi Li, Chuwen Zhang +3

In many important machine learning applications, the standard assumption of having a globally Lipschitz continuous gradient may fail to hold. This paper delves into a more general…